a)
sugar and exercise are independent variable (IV)
weight loss id dependent variable (DV)
..............
b)
SUMMARY OUTPUT | ||||||
Regression Statistics | ||||||
Multiple R | 0.95339 | |||||
R Square | 0.908952 | |||||
Adjusted R Square | 0.878603 | |||||
Standard Error | 3.570257 | |||||
Observations | 9 | |||||
ANOVA | ||||||
df | SS | MS | F | Significance F | ||
Regression | 2 | 763.5196 | 381.7598 | 29.94962 | 0.000755 | |
Residual | 6 | 76.4804 | 12.74673 | |||
Total | 8 | 840 | ||||
Coefficients | Standard Error | t Stat | P-value | Lower 95% | Upper 95% | |
Intercept | 30.95217 | 10.20959 | 3.031676 | 0.023048 | 5.970204 | 55.93413 |
sugar | -0.38819 | 0.132127 | -2.93801 | 0.026015 | -0.7115 | -0.06489 |
exercise | 0.202911 | 0.24892 | 0.815167 | 0.44612 | -0.40617 | 0.811996 |
weight loss = 30.952 -0.388*sugar +0.203*exercise
.............
c)
weight loss = 30.952-(0.388*25) +(0.203*25)
=26.327
...........
Please let me know in case of any doubt.
Thanks in advance!
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